Redmondmag.com

New Microsoft Machine Learning Tools Target Alert Fatigue in Defender XDR Platform

Microsoft has begun out new AI-powered incident prioritization capabilities in Microsoft Defender alongside an expanded suite ...

iOT365 Introduces LLM-Native Autonomous SOC for Industrial Environments

Autonomous, LLM-native SOC unifying IDS, SIEM, and SOC to eliminate Tier 1 and Tier 2 operations in OT and critical ...
IEEE

Federated Learning Approaches for IoT Intrusion Detection Based on FedAvg and FedProx on IID and Non-IID Data

Abstract: The increasing complexity of cyberattacks in the Internet of Things (IoT) architecture demands an Intrusion Detection System (IDS) that is not only accurate but also maintains data privacy.
IEEE

Intrusion Detection using Federated Learning with Application of Federated Dropout

Abstract: The massive proliferation of IoT devices in recent years creates new challenges in securing distributed systems, especially when it comes to intrusion detection and mitigation in real-time.